查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1462971

群體智慧市場,佔有率,市場規模,趨勢,行業分析報告:依型號,容量,應用,最終用途,地區,細分市場,預測2024-2032 年

Swarm Intelligence Market Share, Size, Trends, Industry Analysis Report, By Model (Particle Swarm Optimization, Ant Colony Optimization, Others); By Capability; By Application; By End Use; By Region; Segment Forecast, 2024- 2032
出版日期: | 出版商: Polaris Market Research | 英文 119 Pages | 商品交期: 最快1-2個工作天內

價格

根據Polaris Market Research的最新研究，到2032年，全球群體智慧市場規模預計將達到8.0672億美元。該研究報告提供了對當前市場動態的詳細洞察，並對未來市場成長進行了分析。

由於跨行業對可擴展和適應性強的解決方案的需求，群體智慧市場的需求不斷增長。受群居昆蟲集體行為的啟發，群體智慧提供了一個分散的自組織系統來有效應對複雜的課題。可擴展性是採用群體智慧的關鍵驅動力，能夠在大量代理之間進行協調以實現靈活的解決方案。此外，它的適應性使其適合動態環境，使其能夠透過去中心化決策快速回應不斷變化的條件。物流、機器人、金融、醫療保健和製造等行業正在擁抱群體智能，因為它具有優化流程和增強決策的潛力。

人工智慧、機器學習和感測器技術的進步顯著改進了群體智慧演算法。自治系統越來越多地在各行業中採用，依靠群體智慧進行分散決策和協調。這種需求正在推動能夠大規模應用的更複雜演算法的開發。此外，邊緣運算和物聯網設備使群體智慧能夠即時分析數據，而無需集中處理。5G 等通訊技術的進步促進了群體代理之間的無縫協作。

在醫療保健領域，群體智慧透過利用不同的數據來源來診斷疾病、規劃治療和改善醫院運營，從而優化患者護理。在生物醫學領域，我們透過分析大量資料集來識別候選藥物和建立生物系統模型，從而加速藥物發現、基因組學和計算生物學的進步。醫療數據日益複雜、個人化治療的需求以及優化醫療服務的需求推動了這種採用。隨著群體智慧在這些領域的採用，市場有望顯著成長，並推動醫療保健和生物醫學領域的創新。

此外，隨著城市進行數位轉型，Swarm Intelligence 提供創新解決方案來優化城市系統。主要應用是城市交通，其中演算法優化交通管理和自動駕駛車輛以減少擁塞。此外，群體智慧優化了智慧能源系統並促進了再生能源的整合。它還透過分析數據來檢測異常並協調緊急回應來增強公共安全。隨著智慧城市計畫的推進，對群體智慧技術的需求不斷增加，從而徹底改變城市生活。

群體智慧市場報告亮點

2023年，蟻群優化領域因其廣泛的適用性、高效的優化以及經過驗證的有效性而佔據了很大的收入佔有率。

2023年，由於效率提升、即時決策和可擴展性，優化領域佔據了很大的收入佔有率。

到 2023 年，由於對自動化、增強的導航和探索以及對動態環境的適應性的需求增加，機器人產業佔據了很大的收入佔有率。

2023年，由於高效的路線規劃、加強的車隊管理和最後一英里的交付優化，運輸和物流行業將佔據重要的收入佔有率。

由於主要參與者的存在、整個行業的早期採用以及堅實的基礎設施，北美地區在 2023 年佔據了重要的市場佔有率。

由於 Apium Swarm Robotics、Axon Enterprise, Inc.、DoBots、Enswarm、Hydromea、Sentien Robotics 和 SSI Schafer-Fritz Schafer 等全球市場參與者的存在，該市場競爭非常激烈。

目錄

第一章簡介

第二章執行摘要

第三章研究方法論

第四章全球群體智慧市場洞察

  • 群體智慧 - 產業快照
  • 群體智慧市場動態
    • 驅動因素和機遇
      • 人工智慧（AI）和機器學習（ML）技術的更多採用預計將刺激對該產品的需求。
      • 對自主系統的需求不斷增長預計將推動群體智慧市場的成長
    • 限制因素和課題
      • 對資料隱私和安全的擔憂可能會阻礙群體智慧市場的成長
  • PESTLE分析
  • 群體智慧產業趨勢
  • 價值鏈分析
  • COVID-19 影響分析

第五章依模式劃分的世界市場

  • 主要發現
  • 介紹
  • 粒子群最佳化
  • 蟻群優化
  • 其他

第六章以容量劃分的世界市場

  • 主要發現
  • 介紹
  • 行程
  • 最佳化
  • 聚類
  • 路由

第七章依應用劃分的世界市場

  • 主要發現
  • 介紹
  • 無人機
  • 機器人技術
  • 人類蜂擁而至
  • 其他

第八章以最終用途劃分的全球市場

  • 主要發現
  • 介紹
  • 機器人和自動化
  • 運輸
  • 衛生保健
  • 其他

第 9 章依地區劃分的世界市場

  • 主要發現
  • 介紹
    • 群體智慧市場評估，依地區，2019-2032
  • 群體智慧市場 - 北美
    • 北美：群體智慧市場，依型號，2019-2032
    • 北美：群體智慧市場（依最終用途），2019-2032 年
    • 北美：群體智慧市場（依功能），2019-2032
    • 北美：群體智慧市場，依應用劃分，2019-2032
    • 群體智慧市場—美國
    • 群體智慧市場—加拿大
  • 群體智慧市場——歐洲
    • 歐洲：群體智慧市場，依型號，2019-2032
    • 歐洲：群體智慧市場，依最終用途，2019-2032 年
    • 歐洲：群體智慧市場（依功能），2019-2032
    • 歐洲：群體智慧市場，依應用劃分，2019-2032 年
    • 群體智慧市場——英國
    • 群體智慧市場——法國
    • 群體智慧市場——德國
    • 群體智慧市場——義大利
    • 群體智慧市場——西班牙
    • 群體智慧市場——荷蘭
    • 群體智慧市場—俄羅斯
  • 群體智慧市場—亞太地區
    • 亞太地區：群體智慧市場，依模型劃分，2019-2032 年
    • 亞太地區：群體智慧市場（依最終用途），2019-2032 年
    • 亞太地區：群體智慧市場，依功能劃分，2019-2032 年
    • 亞太地區：群體智慧市場，依應用劃分，2019-2032 年
    • 群體智慧市場——中國
    • 群體智慧市場——印度
    • 群體智慧市場——日本
    • 群體智慧市場—馬來西亞
    • 群體智慧市場 - 印尼
    • 群體智慧市場——韓國
  • 群體智慧市場—中東和非洲
    • 中東和非洲：群體智慧市場（依模型），2019-2032
    • 中東和非洲：群體智慧市場（依最終用途），2019-2032 年
    • 中東和非洲：群體智慧市場（依功能），2019-2032
    • 中東和非洲：群體智慧市場，依應用劃分，2019-2032 年
    • 群體智慧市場——沙烏地阿拉伯
    • 群體智慧市場——南非
    • 群體智慧市場——以色列
    • 群體智慧市場－阿聯酋
  • 群體智慧市場—拉丁美洲
    • 拉丁美洲：群體智慧市場（依模型），2019-2032 年
    • 拉丁美洲：群體智慧市場（依最終用途），2019-2032 年
    • 拉丁美洲：群體智慧市場，依功能劃分，2019-2032 年
    • 拉丁美洲：群體智慧市場，依應用劃分，2019-2032 年
    • 群體智慧市場——墨西哥
    • 群體智慧市場——巴西
    • 群體智慧市場——阿根廷

第10章競爭格局

  • 擴張和收購分析
    • 擴張
    • 收購
  • 夥伴關係/協作/協議/出版物

第十一章公司簡介

  • Apium Swarm Robotics
  • Axon Enterprise, Inc
  • Continental AG
  • ConvergentAI, Inc
  • DoBots
  • Enswarm
  • Hydromea
  • Kim Technologies
  • Mobileye
  • PowerBlox
  • Robert Bosch GmbH
  • Sentien Robotics
  • SSI Schafer-Fritz Schafer
  • Swarm Technology
  • Valutico
Product Code: PM4659

The global swarm intelligence market size is expected to reach USD 806.72 million by 2032, according to a new study by Polaris Market Research. The report "Swarm Intelligence Market Share, Size, Trends, Industry Analysis Report, By Model (Particle Swarm Optimization, Ant Colony Optimization, Others); By Capability; By Application; By End Use; By Region; Segment Forecast, 2024- 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The swarm intelligence market is witnessing heightened demand due to the necessity for scalable and adaptable solutions across industries. Inspired by social insects' collective behavior, swarm intelligence offers decentralized, self-organized systems to tackle complex challenges effectively. Scalability is a significant driver for adopting swarm intelligence, enabling coordination among numerous agents for flexible solutions. Additionally, its adaptive nature suits dynamic environments, allowing quick responses to changing conditions through decentralized decision-making. Industries such as logistics, robotics, finance, healthcare, and manufacturing embrace swarm intelligence for its potential to optimize processes and enhance decision-making.

Progress in artificial intelligence, machine learning, and sensor technologies has greatly improved swarm intelligence algorithms. Increasing adoption of autonomous systems across industries relies on swarm intelligence for decentralized decision-making and coordination. This demand enhances the development of more sophisticated algorithms capable of handling large-scale applications. Moreover, edge computing and IoT devices enable swarm intelligence to analyze data in real-time without centralized processing. Advancements in communication technologies like 5G facilitate seamless coordination among swarm agents.

In healthcare, swarm intelligence optimizes patient care by leveraging diverse data sources for disease diagnosis, treatment planning, and hospital operations improvement. In biomedicine, it drives drug discovery, genomics, and computational biology advancements by analyzing vast datasets for identifying drug candidates and modeling biological systems. This adoption is fueled by the increasing complexity of medical data, demand for personalized treatments, and the need for optimized healthcare delivery. As these sectors embrace swarm intelligence, the market is poised for significant growth, fostering innovation in healthcare and biomedicine.

Additionally, as cities undergo digital transformation, swarm intelligence offers innovative solutions for optimizing urban systems. A key application is in urban mobility, where algorithms optimize traffic management and autonomous vehicles, reducing congestion. Additionally, swarm intelligence optimizes smart energy systems, promoting renewable energy integration. It also enhances public safety by analyzing data to detect anomalies and coordinate emergency responses. As smart city initiatives progress, demand for swarm intelligence technologies increases, revolutionizing urban living.

Swarm Intelligence Market Report Highlights

In 2023, the ant colony optimization segment held a significant revenue share owing to wide applicability, efficient optimization, and proven effectiveness.

In 2023, the optimization segment held a significant revenue share owing to efficiency improvement, real-time decision-making, and scalability.

In 2023, the robotics segment held a significant revenue share owing to increased automation demand, enhanced navigation and exploration, and adaptability to dynamic environments.

In 2023, the transportation & logistics segment held a significant revenue share owing to efficient route planning, enhanced fleet management, and last-mile delivery optimization.

North America region accounted for a significant market share in 2023 due to the presence of key players, early adoption across industries, and robust infrastructure.

The market is highly competitive owing to the existence of market players with a global presence, including Apium Swarm Robotics, Axon Enterprise, Inc., DoBots, Enswarm, Hydromea, Sentien Robotics, and SSI Schafer - Fritz Schafer, among others.

Polaris Market Research has segmented the Swarm Intelligence market report based on model, capability, application, end use, and region:

Swarm Intelligence, Model Outlook (Revenue - USD Million, 2019 - 2032)

  • Particle Swarm Optimization
  • Ant Colony Optimization
  • Others

Swarm Intelligence, Capability Outlook (Revenue - USD Million, 2019 - 2032)

  • Scheduling
  • Optimization
  • Clustering
  • Routing

Swarm Intelligence, Application Outlook (Revenue - USD Million, 2019 - 2032)

  • Drones
  • Robotics
  • Human Swarming
  • Others

Swarm Intelligence, End Use Outlook (Revenue - USD Million, 2019 - 2032)

  • Robotics & Automation
  • Transportation & Logistics
  • Healthcare
  • Others

Swarm Intelligence, Regional Outlook (Revenue - USD Million, 2019 - 2032)

  • North America
  • U.S.
  • Canada
  • Europe
  • France
  • Germany
  • UK
  • Italy
  • Netherlands
  • Spain
  • Russia
  • Rest of Europe
  • Asia Pacific
  • Japan
  • China
  • India
  • Malaysia
  • Indonesia
  • South Korea
  • Australia
  • Rest of Asia Pacific
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Rest of Latin America
  • Middle East & Africa
  • Saudi Arabia
  • UAE
  • Israel
  • South Africa
  • Rest of Middle East & Africa

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global Swarm Intelligence Market Insights

  • 4.1. Swarm Intelligence - Industry Snapshot
  • 4.2. Swarm Intelligence Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Increase in adoption of artificial intelligence (AI) and machine learning (ML) technologies is projected to spur the product demand
      • 4.2.1.2. Rise in demand for autonomous systems is expected to drive swarm intelligence market growth
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Data privacy and security concerns are likely to impede the swarm intelligence market growth
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTLE Analysis
  • 4.5. Swarm Intelligence Industry Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global Swarm Intelligence Market, by Model

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • 5.3. Particle Swarm Optimization
    • 5.3.1. Global Swarm Intelligence Market, by Particle Swarm Optimization, by Region, 2019-2032 (USD Million)
  • 5.4. Ant Colony Optimization
    • 5.4.1. Global Swarm Intelligence Market, by Ant Colony Optimization, by Region, 2019-2032 (USD Million)
  • 5.5. Others
    • 5.5.1. Global Swarm Intelligence Market, by Others, by Region, 2019-2032 (USD Million)

6. Global Swarm Intelligence Market, by Capability

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • 6.3. Scheduling
    • 6.3.1. Global Swarm Intelligence Market, by Scheduling, by Region, 2019-2032 (USD Million)
  • 6.4. Optimization
    • 6.4.1. Global Swarm Intelligence Market, by Optimization, by Region, 2019-2032 (USD Million)
  • 6.5. Clustering
    • 6.5.1. Global Swarm Intelligence Market, by Clustering, by Region, 2019-2032 (USD Million)
  • 6.6. Routing
    • 6.6.1. Global Swarm Intelligence Market, by Routing, by Region, 2019-2032 (USD Million)

7. Global Swarm Intelligence Market, by Application

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 7.3. Drones
    • 7.3.1. Global Swarm Intelligence Market, by Drones, by Region, 2019-2032 (USD Million)
  • 7.4. Robotics
    • 7.4.1. Global Swarm Intelligence Market, by Robotics, by Region, 2019-2032 (USD Million)
  • 7.5. Human Swarming
    • 7.5.1. Global Swarm Intelligence Market, by Human Swarming, by Region, 2019-2032 (USD Million)
  • 7.6. Others
    • 7.6.1. Global Swarm Intelligence Market, by Others, by Region, 2019-2032 (USD Million)

8. Global Swarm Intelligence Market, by End Use

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Global Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • 8.3. Robotics & Automation
    • 8.3.1. Global Swarm Intelligence Market, by Robotics & Automation, by Region, 2019-2032 (USD Million)
  • 8.4. Transportation & Logistics
    • 8.4.1. Global Swarm Intelligence Market, by Transportation & Logistics, by Region, 2019-2032 (USD Million)
  • 8.5. Healthcare
    • 8.5.1. Global Swarm Intelligence Market, by Healthcare, by Region, 2019-2032 (USD Million)
  • 8.6. Others
    • 8.6.1. Global Swarm Intelligence Market, by Others, by Region, 2019-2032 (USD Million)

9. Global Swarm Intelligence Market, by Geography

  • 9.1. Key findings
  • 9.2. Introduction
    • 9.2.1. Swarm Intelligence Market Assessment, By Geography, 2019-2032 (USD Million)
  • 9.3. Swarm Intelligence Market - North America
    • 9.3.1. North America: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.3.2. North America: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.3.3. North America: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.3.4. North America: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.3.5. Swarm Intelligence Market - U.S.
      • 9.3.5.1. U.S.: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.3.5.2. U.S.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.3.5.3. U.S.: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.3.5.4. U.S.: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.3.6. Swarm Intelligence Market - Canada
      • 9.3.6.1. Canada: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.3.6.2. Canada: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.3.6.3. Canada: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.3.6.4. Canada: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 9.4. Swarm Intelligence Market - Europe
    • 9.4.1. Europe: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.4.2. Europe: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.4.3. Europe: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.4.4. Europe: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.5. Swarm Intelligence Market - UK
      • 9.4.5.1. UK: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.5.2. UK: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.5.3. UK: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.5.4. UK: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.6. Swarm Intelligence Market - France
      • 9.4.6.1. France: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.6.2. France: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.6.3. France: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.6.4. France: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.7. Swarm Intelligence Market - Germany
      • 9.4.7.1. Germany: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.7.2. Germany: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.7.3. Germany: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.7.4. Germany: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.8. Swarm Intelligence Market - Italy
      • 9.4.8.1. Italy: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.8.2. Italy: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.8.3. Italy: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.8.4. Italy: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.9. Swarm Intelligence Market - Spain
      • 9.4.9.1. Spain: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.9.2. Spain: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.9.3. Spain: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.9.4. Spain: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.10. Swarm Intelligence Market - Netherlands
      • 9.4.10.1. Netherlands: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.10.2. Netherlands: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.10.3. Netherlands: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.10.4. Netherlands: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.4.11. Swarm Intelligence Market - Russia
      • 9.4.11.1. Russia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.4.11.2. Russia.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.4.11.3. Russia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.4.11.4. Russia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 9.5. Swarm Intelligence Market - Asia Pacific
    • 9.5.1. Asia Pacific: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.5.2. Asia Pacific: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.5.3. Asia Pacific: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.5.4. Asia Pacific: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.5. Swarm Intelligence Market - China
      • 9.5.5.1. China: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.5.2. China.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.5.3. China: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.5.4. China: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.6. Swarm Intelligence Market - India
      • 9.5.6.1. India: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.6.2. India.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.6.3. India: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.6.4. India: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.7. Swarm Intelligence Market - Japan
      • 9.5.7.1. Japan: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.7.2. Japan.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.7.3. Japan: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.7.4. Japan: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.8. Swarm Intelligence Market - Malaysia
      • 9.5.8.1. Malaysia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.8.2. Malaysia.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.8.3. Malaysia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.8.4. Malaysia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.9. Swarm Intelligence Market - Indonesia
      • 9.5.9.1. Indonesia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.9.2. Indonesia.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.9.3. Indonesia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.9.4. Indonesia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.5.10. Swarm Intelligence Market - South Korea
      • 9.5.10.1. South Korea: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.5.10.2. South Korea.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.5.10.3. South Korea: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.5.10.4. South Korea: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 9.6. Swarm Intelligence Market - Middle East & Africa
    • 9.6.1. Middle East & Africa: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.6.2. Middle East & Africa: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.6.3. Middle East & Africa: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.6.4. Middle East & Africa: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.6.5. Swarm Intelligence Market - Saudi Arabia
      • 9.6.5.1. Saudi Arabia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.6.5.2. Saudi Arabia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.6.5.3. Saudi Arabia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.6.5.4. Saudi Arabia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.6.6. Swarm Intelligence Market - South Africa
      • 9.6.6.1. South Africa: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.6.6.2. South Africa: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.6.6.3. South Africa: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.6.6.4. South Africa: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.6.7. Swarm Intelligence Market - Israel
      • 9.6.7.1. Israel: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.6.7.2. Israel: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.6.7.3. Israel: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.6.7.4. Israel: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.6.8. Swarm Intelligence Market - UAE
      • 9.6.8.1. UAE: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.6.8.2. UAE: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.6.8.3. UAE: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.6.8.4. UAE: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • 9.7. Swarm Intelligence Market - Latin America
    • 9.7.1. Latin America: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
    • 9.7.2. Latin America: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
    • 9.7.3. Latin America: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
    • 9.7.4. Latin America: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.7.5. Swarm Intelligence Market - Mexico
      • 9.7.5.1. Mexico: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.7.5.2. Mexico: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.7.5.3. Mexico: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.7.5.4. Mexico: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.7.6. Swarm Intelligence Market - Brazil
      • 9.7.6.1. Brazil: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.7.6.2. Brazil: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.7.6.3. Brazil: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.7.6.4. Brazil: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
    • 9.7.7. Swarm Intelligence Market - Argentina
      • 9.7.7.1. Argentina: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
      • 9.7.7.2. Argentina: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
      • 9.7.7.3. Argentina: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
      • 9.7.7.4. Argentina: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)

10. Competitive Landscape

  • 10.1. Expansion and Acquisition Analysis
    • 10.1.1. Expansion
    • 10.1.2. Acquisitions
  • 10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

  • 11.1. Apium Swarm Robotics
    • 11.1.1. Company Overview
    • 11.1.2. Financial Performance
    • 11.1.3. Product Benchmarking
    • 11.1.4. Recent Development
  • 11.2. Axon Enterprise, Inc
    • 11.2.1. Company Overview
    • 11.2.2. Financial Performance
    • 11.2.3. Product Benchmarking
    • 11.2.4. Recent Development
  • 11.3. Continental AG
    • 11.3.1. Company Overview
    • 11.3.2. Financial Performance
    • 11.3.3. Product Benchmarking
    • 11.3.4. Recent Development
  • 11.4. ConvergentAI, Inc
    • 11.4.1. Company Overview
    • 11.4.2. Financial Performance
    • 11.4.3. Product Benchmarking
    • 11.4.4. Recent Development
  • 11.5. DoBots
    • 11.5.1. Company Overview
    • 11.5.2. Financial Performance
    • 11.5.3. Product Benchmarking
    • 11.5.4. Recent Development
  • 11.6. Enswarm
    • 11.6.1. Company Overview
    • 11.6.2. Financial Performance
    • 11.6.3. Product Benchmarking
    • 11.6.4. Recent Development
  • 11.7. Hydromea
    • 11.7.1. Company Overview
    • 11.7.2. Financial Performance
    • 11.7.3. Product Benchmarking
    • 11.7.4. Recent Development
  • 11.8. Kim Technologies
    • 11.8.1. Company Overview
    • 11.8.2. Financial Performance
    • 11.8.3. Product Benchmarking
    • 11.8.4. Recent Development
  • 11.9. Mobileye
    • 11.9.1. Company Overview
    • 11.9.2. Financial Performance
    • 11.9.3. Product Benchmarking
    • 11.9.4. Recent Development
  • 11.10. PowerBlox
    • 11.10.1. Company Overview
    • 11.10.2. Financial Performance
    • 11.10.3. Product Benchmarking
    • 11.10.4. Recent Development
  • 11.11. Robert Bosch GmbH
    • 11.11.1. Company Overview
    • 11.11.2. Financial Performance
    • 11.11.3. Product Benchmarking
    • 11.11.4. Recent Development
  • 11.12. Sentien Robotics
    • 11.12.1. Company Overview
    • 11.12.2. Financial Performance
    • 11.12.3. Product Benchmarking
    • 11.12.4. Recent Development
  • 11.13. SSI Schafer - Fritz Schafer
    • 11.13.1. Company Overview
    • 11.13.2. Financial Performance
    • 11.13.3. Product Benchmarking
    • 11.13.4. Recent Development
  • 11.14. Swarm Technology
    • 11.14.1. Company Overview
    • 11.14.2. Financial Performance
    • 11.14.3. Product Benchmarking
    • 11.14.4. Recent Development
  • 11.15. Valutico
    • 11.15.1. Company Overview
    • 11.15.2. Financial Performance
    • 11.15.3. Product Benchmarking
    • 11.15.4. Recent Development

List of Tables

  • Table 1 Global Swarm Intelligence Market, by Model, by Region, 2019-2032 (USD Million)
  • Table 2 Global Swarm Intelligence Market, by Capability, by Region, 2019-2032 (USD Million)
  • Table 3 Global Swarm Intelligence Market, by Application, by Region, 2019-2032 (USD Million)
  • Table 4 Global Swarm Intelligence Market, by End Use, by Region, 2019-2032 (USD Million)
  • Table 5 Swarm Intelligence Market Assessment, By Geography, 2019-2032 (USD Million)
  • Table 6 North America: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 7 North America: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 8 North America: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 9 North America: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 10 U.S.: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 11 U.S.: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 12 U.S.: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 13 U.S.: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 14 Canada: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 15 Canada: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 16 Canada: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 17 Canada: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 18 Europe: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 19 Europe: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 20 Europe: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 21 Europe: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 22 Germany: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 23 Germany: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 24 Germany: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 25 Germany: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 26 France: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 27 France: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 28 France: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 29 France: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 30 UK: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 31 UK: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 32 UK: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 33 UK: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 34 Italy: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 35 Italy: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 36 Italy: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 37 Italy: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 38 Netherlands: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 39 Netherlands: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 40 Netherlands: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 41 Netherlands: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 42 Spain: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 43 Spain: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 44 Spain: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 45 Spain: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 46 Russia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 47 Russia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 48 Russia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 49 Russia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 50 Asia Pacific: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 51 Asia Pacific: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 52 Asia Pacific: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 53 Asia Pacific: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 54 China: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 55 China: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 56 China: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 57 China: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 58 Japan: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 59 Japan: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 60 Japan: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 61 Japan: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 62 India: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 63 India: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 64 India: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 65 India: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 66 Indonesia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 67 Indonesia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 68 Indonesia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 69 Indonesia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 70 Malaysia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 71 Malaysia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 72 Malaysia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 73 Malaysia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 74 South Korea: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 75 South Korea: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 76 South Korea: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 77 South Korea: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 78 Latin America: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 79 Latin America: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 80 Latin America: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 81 Latin America: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 82 Brazil: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 83 Brazil: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 84 Brazil: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 85 Brazil: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 86 Mexico: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 87 Mexico: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 88 Mexico: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 89 Mexico: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 90 Argentina: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 91 Argentina: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 92 Argentina: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 93 Argentina: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 94 Middle East & Africa: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 95 Middle East & Africa: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 96 Middle East & Africa: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 97 Middle East & Africa: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 98 UAE: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 99 UAE: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 100 UAE: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 101 UAE: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 102 Saudi Arabia: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 103 Saudi Arabia: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 104 Saudi Arabia: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 105 Saudi Arabia: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 106 South Africa: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 107 South Africa: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 108 South Africa: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 109 South Africa: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)
  • Table 110 Israel: Swarm Intelligence Market, by Model, 2019-2032 (USD Million)
  • Table 111 Israel: Swarm Intelligence Market, by Capability, 2019-2032 (USD Million)
  • Table 112 Israel: Swarm Intelligence Market, by Application, 2019-2032 (USD Million)
  • Table 113 Israel: Swarm Intelligence Market, by End Use, 2019-2032 (USD Million)

List of Figures

  • Figure 1. Global Swarm Intelligence Market, 2019-2032 (USD Million)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up End Use
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Model
  • Figure 7. Global Swarm Intelligence Market, by Model, 2021 & 2030 (USD Million)
  • Figure 8. Market by End Use
  • Figure 9. Global Swarm Intelligence Market, by End Use, 2021 & 2030 (USD Million)
  • Figure 10. Market by Capability
  • Figure 11. Global Swarm Intelligence Market, by Capability, 2021 & 2030 (USD Million)
  • Figure 12. Market by Application
  • Figure 13. Global Swarm Intelligence Market, by Application, 2021 & 2030 (USD Million)